Accepted Papers
Archival Papers
Casual Conversations: A dataset for measuring fairness in AI.
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Canton Cristian.
MTUNet: Few-shot Image Classification with Visual Explanations.
Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki.
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis.
Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara.
Tilted Cross-Entropy (TCE): Promoting Fairness in Semantic Segmentation.
Attila Szabó, Hadi Jamali-Rad, Siva D Mannava.
Reconsidering CO2 emissions from Computer Vision.
Andre Fu, Mahdi S Hosseini, Konstantinos N Plataniotis.
Are All Users Treated Fairly in Federated Learning Systems?
Umberto Michieli, Mete Ozay.
Inaccuracy of State-Action Value Function For Non-Optimal Actions in Adversarially Trained Deep Neural Policies.
Ezgi Korkmaz.
Abstracts
Skeptical Student: Diminishing the Effect of Nasty Teacher in Knowledge Distillation.
Souvik Kundu, Qirui Sun, Yao Fu, Peter A. Beerel, Massoud Pedram.
[poster]
Insights into Data through Model Behaviour: An Explainability-driven Strategy to Data Auditing for Responsible Computer Vision Applications.
Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj.
[poster]
Improved variants of Score-CAM via Smoothing and Integrating.
Rakshit Naidu, Soumya S Kundu.
[poster]
Multi-label Image Classification with Visual Explanations.
Haoqi Gao, Liangzhi Li, Bowen Wang, Yuta Nakashima, Ryo Kawasaki, Koichi Ogawara, Hajime Nagahara.
[poster]
Investigating Bias in Facial Expression Recognition.
Stefanie Stoppel, Simone Frintrop.
[poster]
When Differential Privacy Meets Interpretability: A Case Study.
Rakshit Naidu, Fatemeh Mireshghallah, Haofan Wang, Aman Priyanshu, Aadith K Jayakumar, Sasikanth Kotti.
[poster]
Enabling Responsible Computer Vision with FAIR Knowledge Graphs.
Dan Feldman, Yao-Yi Chiang.
[poster]
Representational Harms in Image Tagging.
Solon Barocas, Jared Katzman, Su Lin Blodgett, Kristen Laird, Morgan Klaus Scheuerman, Hanna Wallach.
[poster]
Synthetic Data for Tackling Algorithmic Biases in Computer Vision.
Elena Ponte.
[poster]
Practical Deepfake Detection: Vulnerabilities in Global Contexts.
Yang A Chuming, Daniel Jeffrey Wu, Ken Hong.
[poster]